04 · CONVERSATIONAL AI

WhatsApp AI assistant for sales and support.

An AI assistant grounded in the company's own catalogs and policies, acting on live order data, in Indonesian and English, backed by an internal app for the sales and support team.

Industry
Manufacturing & Distribution
Year
2026
01

The problem

A manufacturer and distributor was fielding a constant stream of WhatsApp messages: price checks, stock questions, order status, and complaints, all answered by the same small team that was supposed to be selling. Replies slowed after hours, answers varied by who picked up the phone, and promising leads got buried under routine questions.

02

Our approach

We built an AI assistant on the WhatsApp Business API that answers from the company's own catalogs, price lists, and policies, looks up live order and stock data to act on requests, and switches between Indonesian and English as the customer does. It qualifies new leads with a few questions and hands any conversation to a human with full context when confidence drops or the customer asks. Alongside it we built an internal app where the team sees every conversation, takes over threads, and reviews what the assistant is saying.

03

The outcome

Customers get a correct answer in seconds, at any hour, in their language. Routine questions no longer reach the sales team, so the team spends its day on qualified leads the assistant has already warmed up. Every handoff arrives with the full conversation, and management can finally see what customers are asking.

By the numbers
24/7
Replies on WhatsApp
ID + EN
Languages
Live
Order and stock data
What shipped

WhatsApp AI assistant for sales and support.

01

Answers grounded in the company's own catalogs and policies

02

Live order and stock lookups, not just chat

03

Human handoff with full conversation context

04

Internal app for the team to monitor, take over, and review

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